Geospatial Smoothing in Web Applications

1. A system comprising: a memory storing geocoded data of objects or signals moving between geolocations; a display; and circuitry in communication with the memory and the display, the circuitry configured to: receive a request from a user to change a set of operational parameters associated with a presentation of the geocoded data; access the geocoded data from the memory; and in response to the request and in real-time: determine an area according to the request; obtain a data precision level for processing the geocoded data according to the changed set of operational parameters; divide the area into predetermined multiple contiguous regions according to the data precision level; aggregate multiple data items of a same type among the geocoded data within each of the multiple contiguous regions and transform the aggregated data items into a single aggregated geocoded data item representing each of the multiple contiguous regions; process the single aggregated geocoded data items of the multiple contiguous regions by: generating a two-dimensional area map of the multiple contiguous regions according to the data precision level; joining the single aggregated geocoded data items of the multiple contiguous regions to the area map to obtain a populated area map; generating a matrix having a number of rows and number of columns each equal to a number of the multiple contiguous regions in the area map; populating the matrix to generate a smoothing matrix for the single aggregated geocoded data items of the multiple contiguous regions; and applying the smoothing matrix to the single aggregated geocoded data items of the multiple contiguous regions in the populated area map; and cause the display to present the processed single aggregated geocoded data items of the multiple contiguous regions.

2. The system of claim 1 , where the circuitry is further configured to process the single aggregated geocoded data items of the multiple contiguous regions by: ensuring the populated area map includes a value for each region in the populated area map.

3. The system of claim 2 , where the circuitry is configured to ensure the populated area map includes a value for each region in the populated area map by: identifying a particular region in the populated area map without an associated value; and populating the particular region with a zero value.

4. The system of claim 1 , where the circuitry is configured to populate the matrix further according to one or more smoothing parameters.

5. The system of claim 1 , where the circuitry is configured to access the geocoded data by accessing a specific portion of the geocoded data corresponding to one or more display parameters; and where the display parameters comprise a user specified display parameter, a preconfigured display parameter, or both.

6. The system of claim 1 , where the circuitry is configured to process the single aggregated geocoded data items of the multiple contiguous regions by: extracting a vector of interest from the area map according to the changed set of operational parameters; and where the circuitry is configured to apply the smoothing matrix to the area map by applying the smoothing matrix to the vector of interest.

7. The system of claim 6 , where the circuitry is configured to apply the smoothing matrix to the vector of interest by performing a matrix multiplication operation with the vector of interest and the smoothing matrix.

8. The system of claim 1 , where the circuitry is configured to process the geocoded data items according to the data precision level by generating the area map and the matrix with a same order.

9. The system of claim 1 , wherein the smoothing matrix is generated based on smoothing parameters including a smoothing order indicating a number of neighboring locations to account for and configurable weights for neighboring locations for smoothing.

10. The system of claim 1 , wherein geolocations of the objects or signals associated with the geocoded data are captured using distributed cameras and sensors.

11. A method comprising: receiving a request from a user to change a set of operational parameters associated with a presentation of geocoded data of objects or signals moving between geolocations; accessing the geocoded data from a memory; and in response to the request and in real-time: determining an area according to the request; obtaining a data precision level for processing the geocoded data according to the changed set of operational parameters; dividing the area into predetermined multiple contiguous regions according to the data precision level; aggregating multiple data items of a same type among the geocoded data within each of the multiple contiguous regions and transform the aggregated data items into a single aggregated geocoded data item representing each of the multiple contiguous regions; processing, with circuitry comprising a processor, the single aggregated geocoded data items of the multiple contiguous regions by: generating, with the processor, a two-dimensional area map of the multiple contiguous regions according to the data precision level; joining, with the processor, the single aggregated geocoded data items of the multiple contiguous regions to the area map to obtain a populated area map; generating, with the processor, a matrix having a number of rows and number of columns each equal to a number of the multiple contiguous regions in the area map; populating, with the processor, the matrix to generate a smoothing matrix for the single aggregated geocoded data items of the multiple contiguous regions; and applying, with the processor, the smoothing matrix to the single aggregated geocoded data items of the multiple contiguous regions in the populated area map; and presenting the processed single aggregated geocoded data items of the multiple contiguous regions for display on an output device.

12. The method of claim 11 , where processing the single aggregated geocoded data of the multiple contiguous regions with the circuitry further comprises: ensuring, with the processor, the populated area map includes a value for each region in the populated area map.

13. The method of claim 12 , where ensuring the populated area map includes a value for each region in the populated area map comprises: identifying, with the processor, a particular region in the populated area map without an associated value; and populating, with the processor, the particular region with a zero value.

14. The method of claim 11 , where accessing geocoded data comprises accessing, with the processor, a specific portion of the geocoded data corresponding to one or more display parameters; and where the display parameters comprise a user specified display parameter, a preconfigured display parameter, or both.

15. The method of claim 11 , where generating the area map comprises representing, with the processor, the area map as a vector of interest; and where applying the smoothing matrix to the area map comprises applying, with the processor, the smoothing matrix to the vector of interest.

16. A product comprising: a non-transitory computer readable medium comprising instructions, that when executed by a processor, cause the processor to: receive a request from a user to change a set of operational parameters associated with a presentation of geocoded data of objects or signals moving between geolocations; access the geocoded data; and in response to the request and in real time: determine an area according to the request; obtain a data precision level for processing the geocoded data according to the changed set of operational parameters; divide the area into predetermined multiple contiguous regions according to the data precision level; aggregate multiple data items of a same type among the geocoded data within each of the contiguous regions and transform the aggregated data items into a single aggregated geocoded data item representing each of the multiple contiguous regions; process the single aggregated geocoded data items of the multiple contiguous regions by: generating a two-dimensional area map of the multiple regions according to the data precision level; joining the single aggregated geocoded data items of the multiple contiguous regions to the area map to obtain a populated area map; generating a matrix having a number of rows and number of columns each equal to a number of the multiple contiguous regions in the area map; populating the matrix to generate a smoothing matrix for the single aggregated geocoded data items of the multiple contiguous regions; and applying the smoothing matrix to the single aggregated geocoded data items of the multiple contiguous regions in the populated area map; and cause display of the processed single aggregated geocoded data items of the multiple contiguous regions.

17. The product of claim 16 , where the instructions further cause the processor to process the single geocoded data items of the multiple contiguous regions by: ensuring the populated area map includes a value for each region in the populated area map, including: identifying a particular region in the populated area map without an associated value; and populating the particular region with a zero value.

18. The product of claim 16 , where the instructions cause the processor to access the geocoded data by accessing a specific portion of the geocoded data corresponding to one or more display parameters; and where the display parameters comprise a user specified display parameter, a preconfigured display parameter, or both.

19. The product of claim 16 , where the instructions further cause the processor to process the single aggregated geocoded data items of the multiple contiguous regions according to the data precision level by: extracting a vector of interest from the area map according to the changed set of operation parameters; and where applying the matrix to the area map comprises applying the matrix to the vector of interest.